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2026-02
Investigating Grocery Shopping Choice and Behavioral Changes during COVID-19 Using Machine Learning Methods

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 2, pp 1-19

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2026-02
Single-Frame Machine Learning Approach to Predict Vehicular Yielding Intention While Approaching a Pedestrian Crosswalk

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 2, pp 204-219

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2026-02
Semantic Segmentation Model for Road Cracks Based on Parallel Flatten Swin-VanillaNet Framework

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 2, pp 793-813

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2026-02
Intelligent Predictive Maintenance in Urban Rail Systems: Computer Vision Approaches for Enhanced Wear Detection

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 2, pp 626-638

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2026-02
Factors Influencing Electric Vehicle Adoption: Coupling Machine Learning Models and Open-Source Data

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 2, pp 948-966

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2026-02
Predicting Pedestrian–Vehicle Interaction Severity in Mixed Traffic Conditions: Feature-Based Long Short-Term Memory Neural Network Approach

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 2, pp 313-333

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2026-02
Large Language Models for Mobility Analysis in Transportation Systems: A Survey on Forecasting Tasks

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 2, pp 756-774

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2026-01
Modeling Crowdedness at Public Transport Stations During Special Events: A Comparative Study of Eleven Cities

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 1, pp 781-797

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2026-01
Robust Cyber Defense Framework with Adamax Convolutional Neural Network and Hierarchical Multi-Scale Long Short-Term Memory

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 1, pp 862-881

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2026-01
Pavement Distress Perception using Fused Convolutional Neural Networks

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 1, pp 364-381

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2026-01
Network Generation Artificial Intelligence: Multimodal Road Network Generation Based on Large Language Models

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 1, pp 432-451

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2026-01
A Method for Arrival Time Picking of Acoustic Emission Signals Based on Convolutional Neural Networks

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 1, pp 697-712

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2026-01
Principal Component Analysis Embedded Temporal Attention Spatiotemporal Graph Convolutional Networks for Traffic Flow Prediction

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 1, pp 816-828

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2026-01
Intent-Driven Controllable Adversarial Attacks against Multi-Object Trackers for Intelligent Transportation Systems

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 1, pp 153-170

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2026-01
2026-01
Takeover Performance Prediction Based on Function-Based Causal Inference in Level-3 Autonomous Vehicles

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 1, pp 396-415

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2026-01
Assessing Disparities in Road Transport Services in Kenya: Geographic Information System and Machine Learning Approach

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 1, pp 748-763

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2026-01
GIS-Based, Machine Learning Approach for Model Inventory Roadway Element Surface Type Classification from Aerial Imagery

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 1, pp 452-461

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2026-01
Pavement Patterns: An Unsupervised Learning Approach to Texture Analysis in Rigid Pavements

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 1, pp 13-37

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2026
The Generative AI Challenge to Highway QA Integrity

Transportation Research Record: Journal of the Transportation Research Board

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2026
Comparison of Machine Learning Approaches for Classifying and Evaluating Freeway Guide Signs

Transportation Research Record: Journal of the Transportation Research Board

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2026
2026
Demand Forecasting of Shared Bicycles at Subway Entrances using SSA-LSTM-RF

Transportation Research Record: Journal of the Transportation Research Board

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2025-12
Practical Intelligent Automatic Train Operations which Optimize Switching Times Autonomously

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 12, pp 1-29

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2025-12
Generative AI-based Adaptive Cruise Control Performance Evaluation in Car-Following Scenarios

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 12, pp 549-577

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